Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:34 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4231145053 |
| 1990-02-01 | 52.5115453207 |
| 1990-03-01 | 52.9150279147 |
| 1990-04-01 | 52.3786661478 |
| 1990-05-01 | 51.9059891738 |
| 1990-06-01 | 52.4115781211 |
| 1990-07-01 | 52.4154622200 |
| 1990-08-01 | 52.8131553966 |
| 1990-09-01 | 52.7879733636 |
| 1990-10-01 | 52.8463025050 |
| 1990-11-01 | 53.0255863062 |
| 1990-12-01 | 53.1032569571 |
| 1991-01-01 | 53.1648309495 |
| 1991-02-01 | 52.8844381877 |
| 1991-03-01 | 52.6925157446 |
| 1991-04-01 | 52.6499540007 |
| 1991-05-01 | 52.3642757300 |
| 1991-06-01 | 52.2411722105 |
| 1991-07-01 | 51.2809551859 |
| 1991-08-01 | 51.5555285980 |
| 1991-09-01 | 51.6946399093 |
| 1991-10-01 | 51.9096494444 |
| 1991-11-01 | 52.0843199858 |
| 1991-12-01 | 51.8540237447 |
| 1992-01-01 | 52.3054054260 |
| 1992-02-01 | 52.1012277659 |
| 1992-03-01 | 51.4847547460 |
| 1992-04-01 | 51.8109299505 |
| 1992-05-01 | 52.0763730560 |
| 1992-06-01 | 52.3295673341 |
| 1992-07-01 | 52.5418445688 |
| 1992-08-01 | 52.5316673162 |
| 1992-09-01 | 52.5013476354 |
| 1992-10-01 | 53.0421862601 |
| 1992-11-01 | 52.7671653338 |
| 1992-12-01 | 52.7002761637 |
| 1993-01-01 | 52.6089825017 |
| 1993-02-01 | 52.8006868037 |
| 1993-03-01 | 51.0466062981 |
| 1993-04-01 | 53.6573554105 |
| 1993-05-01 | 53.7388463234 |
| 1993-06-01 | 52.5164740188 |
| 1993-07-01 | 53.8932583609 |
| 1993-08-01 | 53.9204187687 |
| 1993-09-01 | 54.6350736276 |
| 1993-10-01 | 54.0944891995 |
| 1993-11-01 | 53.9723832136 |
| 1993-12-01 | 54.0897399971 |
| 1994-01-01 | 53.8488957070 |
| 1994-02-01 | 53.8342419265 |
| 1994-03-01 | 52.4586139585 |
| 1994-04-01 | 53.9146168924 |
| 1994-05-01 | 53.8062564002 |
| 1994-06-01 | 53.5271304085 |
| 1994-07-01 | 53.8888139617 |
| 1994-08-01 | 53.8219348250 |
| 1994-09-01 | 53.8076476631 |
| 1994-10-01 | 53.4671840394 |
| 1994-11-01 | 53.4643915134 |
| 1994-12-01 | 53.1772237748 |
| 1995-01-01 | 54.0048941311 |
| 1995-02-01 | 54.1809946689 |
| 1995-03-01 | 54.9494731344 |
| 1995-04-01 | 54.0889615860 |
| 1995-05-01 | 53.6933320129 |
| 1995-06-01 | 53.8423413801 |
| 1995-07-01 | 53.4182947716 |
| 1995-08-01 | 53.4486841903 |
| 1995-09-01 | 53.4905702238 |
| 1995-10-01 | 53.2998142633 |
| 1995-11-01 | 53.6491607049 |
| 1995-12-01 | 53.8364927905 |
| 1996-01-01 | 52.9480554196 |
| 1996-02-01 | 53.9452125650 |
| 1996-03-01 | 53.8374758557 |
| 1996-04-01 | 53.9477265761 |
| 1996-05-01 | 54.7197254167 |
| 1996-06-01 | 54.6889796528 |
| 1996-07-01 | 54.7416870514 |
| 1996-08-01 | 55.1021915839 |
| 1996-09-01 | 54.9320607655 |
| 1996-10-01 | 54.8606958262 |
| 1996-11-01 | 54.8734336281 |
| 1996-12-01 | 54.3764538372 |
| 1997-01-01 | 54.6297717809 |
| 1997-02-01 | 55.0194889966 |
| 1997-03-01 | 54.3524405865 |
| 1997-04-01 | 54.8899433550 |
| 1997-05-01 | 55.1179768025 |
| 1997-06-01 | 55.1727692522 |
| 1997-07-01 | 55.2989489476 |
| 1997-08-01 | 55.4803701266 |
| 1997-09-01 | 55.6153083484 |
| 1997-10-01 | 55.9157314514 |
| 1997-11-01 | 55.6721854801 |
| 1997-12-01 | 55.6830774434 |
| 1998-01-01 | 53.9953467400 |
| 1998-02-01 | 53.6837782792 |
| 1998-03-01 | 54.0837344152 |
| 1998-04-01 | 58.0742155219 |
| 1998-05-01 | 58.0414409676 |
| 1998-06-01 | 58.1060002022 |
| 1998-07-01 | 59.0999553077 |
| 1998-08-01 | 58.8863064331 |
| 1998-09-01 | 59.0658966634 |
| 1998-10-01 | 59.6885655823 |
| 1998-11-01 | 59.7560956277 |
| 1998-12-01 | 60.5714374259 |
| 1999-01-01 | 60.7838412189 |
| 1999-02-01 | 61.2029534777 |
| 1999-03-01 | 65.7580709045 |
| 1999-04-01 | 61.2339388030 |
| 1999-05-01 | 61.3369611731 |
| 1999-06-01 | 61.3181841412 |
| 1999-07-01 | 60.7211531738 |
| 1999-08-01 | 60.3408542240 |
| 1999-09-01 | 61.0722962740 |
| 1999-10-01 | 61.1385623670 |
| 1999-11-01 | 61.7272563298 |
| 1999-12-01 | 62.5418319972 |
| 2000-01-01 | 62.1572465926 |
| 2000-02-01 | 61.9866749839 |
| 2000-03-01 | 63.4761839615 |
| 2000-04-01 | 63.2364288353 |
| 2000-05-01 | 62.6309415998 |
| 2000-06-01 | 62.6702599763 |
| 2000-07-01 | 63.4783580027 |
| 2000-08-01 | 63.5441850273 |
| 2000-09-01 | 64.0020931990 |
| 2000-10-01 | 63.7676135110 |
| 2000-11-01 | 63.8451186055 |
| 2000-12-01 | 63.8746072619 |
| 2001-01-01 | 64.2737130375 |
| 2001-02-01 | 65.2307894785 |
| 2001-03-01 | 64.6667023875 |
| 2001-04-01 | 64.1819034733 |
| 2001-05-01 | 64.5699223930 |
| 2001-06-01 | 64.7682583436 |
| 2001-07-01 | 64.6258791496 |
| 2001-08-01 | 64.4422149665 |
| 2001-09-01 | 64.4054210990 |
| 2001-10-01 | 64.6295708597 |
| 2001-11-01 | 64.4417736221 |
| 2001-12-01 | 64.3837650417 |
| 2002-01-01 | 64.5880439419 |
| 2002-02-01 | 64.7336052411 |
| 2002-03-01 | 65.0780004147 |
| 2002-04-01 | 65.1891056847 |
| 2002-05-01 | 65.1796040921 |
| 2002-06-01 | 65.2108799204 |
| 2002-07-01 | 65.1143043940 |
| 2002-08-01 | 64.9077706955 |
| 2002-09-01 | 64.7793765132 |
| 2002-10-01 | 65.2615059170 |
| 2002-11-01 | 65.6449055431 |
| 2002-12-01 | 65.9488731901 |
| 2003-01-01 | 66.9390356957 |
| 2003-02-01 | 66.3438814488 |
| 2003-03-01 | 64.8640926762 |
| 2003-04-01 | 66.7619491871 |
| 2003-05-01 | 67.1310712153 |
| 2003-06-01 | 66.7527735103 |
| 2003-07-01 | 67.0570801582 |
| 2003-08-01 | 67.4907526320 |
| 2003-09-01 | 67.7291618586 |
| 2003-10-01 | 67.6144472106 |
| 2003-11-01 | 67.7543183650 |
| 2003-12-01 | 67.8178684876 |
| 2004-01-01 | 68.7473653169 |
| 2004-02-01 | 67.2550221964 |
| 2004-03-01 | 67.7208368069 |
| 2004-04-01 | 68.1634334711 |
| 2004-05-01 | 68.2259612958 |
| 2004-06-01 | 68.4374084218 |
| 2004-07-01 | 68.6528359549 |
| 2004-08-01 | 68.6756162985 |
| 2004-09-01 | 68.4873956112 |
| 2004-10-01 | 68.3291467413 |
| 2004-11-01 | 68.2863159934 |
| 2004-12-01 | 68.6295473378 |
| 2005-01-01 | 67.8740026158 |
| 2005-02-01 | 67.4717011087 |
| 2005-03-01 | 66.9253214920 |
| 2005-04-01 | 69.8133527922 |
| 2005-05-01 | 69.7987191658 |
| 2005-06-01 | 69.7214913372 |
| 2005-07-01 | 69.8854994954 |
| 2005-08-01 | 69.8151528266 |
| 2005-09-01 | 70.1459257115 |
| 2005-10-01 | 69.6048719889 |
| 2005-11-01 | 69.7472362905 |
| 2005-12-01 | 69.4738655845 |
| 2006-01-01 | 70.2118959814 |
| 2006-02-01 | 71.0675028932 |
| 2006-03-01 | 71.4640329106 |
| 2006-04-01 | 71.4811630045 |
| 2006-05-01 | 71.1260324987 |
| 2006-06-01 | 71.4247338450 |
| 2006-07-01 | 71.3275011336 |
| 2006-08-01 | 71.6795831541 |
| 2006-09-01 | 71.8568848381 |
| 2006-10-01 | 72.1576622170 |
| 2006-11-01 | 72.1670174915 |
| 2006-12-01 | 71.8938636487 |
| 2007-01-01 | 71.7150609942 |
| 2007-02-01 | 71.6908656040 |
| 2007-03-01 | 71.1459031712 |
| 2007-04-01 | 72.1866353958 |
| 2007-05-01 | 72.7156269413 |
| 2007-06-01 | 73.2295918522 |
| 2007-07-01 | 73.3921990893 |
| 2007-08-01 | 73.3484418062 |
| 2007-09-01 | 73.4727835905 |
| 2007-10-01 | 72.9574228306 |
| 2007-11-01 | 73.4692811182 |
| 2007-12-01 | 73.5481963700 |
| 2008-01-01 | 73.6295447441 |
| 2008-02-01 | 73.3377750071 |
| 2008-03-01 | 73.0730993990 |
| 2008-04-01 | 73.4767783687 |
| 2008-05-01 | 73.5470232993 |
| 2008-06-01 | 73.2302204884 |
| 2008-07-01 | 73.3648595911 |
| 2008-08-01 | 73.2132425734 |
| 2008-09-01 | 72.8116202242 |
| 2008-10-01 | 73.0472503231 |
| 2008-11-01 | 72.2766468243 |
| 2008-12-01 | 71.7824050799 |
| 2009-01-01 | 72.2158931342 |
| 2009-02-01 | 71.5449317463 |
| 2009-03-01 | 70.9896089073 |
| 2009-04-01 | 70.7077813202 |
| 2009-05-01 | 70.9954791097 |
| 2009-06-01 | 70.7452873516 |
| 2009-07-01 | 70.4792919473 |
| 2009-08-01 | 70.5709050318 |
| 2009-09-01 | 70.9219388538 |
| 2009-10-01 | 71.0781712827 |
| 2009-11-01 | 71.1265574175 |
| 2009-12-01 | 72.0448922999 |
| 2010-01-01 | 71.7328083639 |
| 2010-02-01 | 72.9103671338 |
| 2010-03-01 | 70.9263385694 |
| 2010-04-01 | 72.8630997336 |
| 2010-05-01 | 72.6543528587 |
| 2010-06-01 | 72.6653447455 |
| 2010-07-01 | 72.4161804442 |
| 2010-08-01 | 72.7065454350 |
| 2010-09-01 | 72.4912361883 |
| 2010-10-01 | 72.8346240050 |
| 2010-11-01 | 73.1856403662 |
| 2010-12-01 | 73.2678907202 |
| 2011-01-01 | 75.0546766004 |
| 2011-02-01 | 73.4619132514 |
| 2011-03-01 | 73.7208487684 |
| 2011-04-01 | 73.5698074245 |
| 2011-05-01 | 73.7137518704 |
| 2011-06-01 | 74.1482778868 |
| 2011-07-01 | 74.1366409956 |
| 2011-08-01 | 73.9988682404 |
| 2011-09-01 | 74.4933255272 |
| 2011-10-01 | 74.4722610553 |
| 2011-11-01 | 74.8225130497 |
| 2011-12-01 | 74.7411147465 |
| 2012-01-01 | 75.3810279099 |
| 2012-02-01 | 75.2445891426 |
| 2012-03-01 | 77.0142774268 |
| 2012-04-01 | 75.5585903770 |
| 2012-05-01 | 74.3834663528 |
| 2012-06-01 | 74.0464248212 |
| 2012-07-01 | 72.9102495326 |
| 2012-08-01 | 73.2384003231 |
| 2012-09-01 | 73.4007458451 |
| 2012-10-01 | 73.6172108030 |
| 2012-11-01 | 73.5145959479 |
| 2012-12-01 | 73.1656595334 |
| 2013-01-01 | 72.3093230229 |
| 2013-02-01 | 72.7402281077 |
| 2013-03-01 | 72.5369427388 |
| 2013-04-01 | 73.0848482271 |
| 2013-05-01 | 73.3512153741 |
| 2013-06-01 | 73.3055924801 |
| 2013-07-01 | 73.8758996718 |
| 2013-08-01 | 74.3181785189 |
| 2013-09-01 | 74.2237084980 |
| 2013-10-01 | 74.0711445187 |
| 2013-11-01 | 74.1895821624 |
| 2013-12-01 | 73.8185983100 |
| 2014-01-01 | 75.0239513094 |
| 2014-02-01 | 75.3016974327 |
| 2014-03-01 | 72.8333828552 |
| 2014-04-01 | 74.9237669353 |
| 2014-05-01 | 75.5274749221 |
| 2014-06-01 | 75.9340306165 |
| 2014-07-01 | 75.6766186872 |
| 2014-08-01 | 75.9276122726 |
| 2014-09-01 | 75.9090833141 |
| 2014-10-01 | 75.4982323315 |
| 2014-11-01 | 75.4077033774 |
| 2014-12-01 | 75.3760817619 |
| 2015-01-01 | 75.4719103634 |
| 2015-02-01 | 75.6525520890 |
| 2015-03-01 | 72.9919608147 |
| 2015-04-01 | 75.5719468762 |
| 2015-05-01 | 76.6302110534 |
| 2015-06-01 | 76.2020048773 |
| 2015-07-01 | 76.5045402712 |
| 2015-08-01 | 76.3486040638 |
| 2015-09-01 | 76.0917026989 |
| 2015-10-01 | 76.4267295385 |
| 2015-11-01 | 76.3853807097 |
| 2015-12-01 | 76.1322515630 |
| 2016-01-01 | 76.3736259732 |
| 2016-02-01 | 76.4742379796 |
| 2016-03-01 | 76.7468056410 |
| 2016-04-01 | 77.4959033712 |
| 2016-05-01 | 76.9569678283 |
| 2016-06-01 | 76.7955065042 |
| 2016-07-01 | 76.6143229694 |
| 2016-08-01 | 76.4315382167 |
| 2016-09-01 | 76.7426743646 |
| 2016-10-01 | 76.8351416799 |
| 2016-11-01 | 77.1196940176 |
| 2016-12-01 | 77.1861869646 |
| 2017-01-01 | 76.9910660307 |
| 2017-02-01 | 77.2940020217 |
| 2017-03-01 | 77.0430702686 |
| 2017-04-01 | 77.6521563626 |
| 2017-05-01 | 77.5552149382 |
| 2017-06-01 | 77.4227164530 |
| 2017-07-01 | 77.1262801941 |
| 2017-08-01 | 77.4346721677 |
| 2017-09-01 | 77.3775613746 |
| 2017-10-01 | 77.3804349408 |
| 2017-11-01 | 77.0850935747 |
| 2017-12-01 | 77.7615226007 |
| 2018-01-01 | 77.9864089004 |
| 2018-02-01 | 77.5050396963 |
| 2018-03-01 | 76.7445572973 |
| 2018-04-01 | 76.5966395189 |
| 2018-05-01 | 77.7354429509 |
| 2018-06-01 | 78.5738106623 |
| 2018-07-01 | 78.3185899803 |
| 2018-08-01 | 78.2792000430 |
| 2018-09-01 | 77.8162461693 |
| 2018-10-01 | 77.7296651758 |
| 2018-11-01 | 77.8454352219 |
| 2018-12-01 | 77.7715886403 |
| 2019-01-01 | 77.9938723114 |
| 2019-02-01 | 78.2994537011 |
| 2019-03-01 | 76.1496847099 |
| 2019-04-01 | 78.3589283911 |
| 2019-05-01 | 78.5055100412 |
| 2019-06-01 | 78.3476595361 |
| 2019-07-01 | 78.5322368953 |
| 2019-08-01 | 78.5174913843 |
| 2019-09-01 | 78.3556639092 |
| 2019-10-01 | 77.9339705087 |
| 2019-11-01 | 77.5303177712 |
| 2019-12-01 | 76.8420916901 |
| 2020-01-01 | 77.4387272959 |
| 2020-02-01 | 75.6344887339 |
| 2020-03-01 | 76.2044789197 |
| 2020-04-01 | 64.1313997895 |
| 2020-05-01 | 68.9077631996 |
| 2020-06-01 | 70.9522136574 |
| 2020-07-01 | 71.4831232540 |
| 2020-08-01 | 72.0242647650 |
| 2020-09-01 | 73.0100917627 |
| 2020-10-01 | 74.0586993862 |
| 2020-11-01 | 74.5049746925 |
| 2020-12-01 | 75.0006579408 |
| 2021-01-01 | 74.1698626871 |
| 2021-02-01 | 75.6316866778 |
| 2021-03-01 | 73.1629335653 |
| 2021-04-01 | 76.1823318907 |
| 2021-05-01 | 75.8073414878 |
| 2021-06-01 | 75.5732098555 |
| 2021-07-01 | 76.1933231705 |
| 2021-08-01 | 76.2347574278 |
| 2021-09-01 | 76.4280341307 |
| 2021-10-01 | 77.0900443442 |
| 2021-11-01 | 77.5969249620 |
| 2021-12-01 | 78.3318762249 |
| 2022-01-01 | 78.2085569975 |
| 2022-02-01 | 77.5390486584 |
| 2022-03-01 | 78.2764571373 |
| 2022-04-01 | 78.3863618658 |
| 2022-05-01 | 77.9430943800 |
| 2022-06-01 | 77.7756811982 |
| 2022-07-01 | 78.0227835788 |
| 2022-08-01 | 77.9579498096 |
| 2022-09-01 | 77.8851994914 |
| 2022-10-01 | 77.8072273432 |
| 2022-11-01 | 77.9803586370 |
| 2022-12-01 | 77.9355870601 |
| 2023-01-01 | 77.5280969218 |
| 2023-02-01 | 77.3476656901 |
| 2023-03-01 | 77.8982123273 |
| 2023-04-01 | 77.6108610805 |
| 2023-05-01 | 77.6197398427 |
| 2023-06-01 | 77.5841999879 |
| 2023-07-01 | 77.2410153077 |
| 2023-08-01 | 77.5528214474 |
| 2023-09-01 | 77.7379383292 |
| 2023-10-01 | 77.3832029391 |
| 2023-11-01 | 76.1932145971 |
| 2023-12-01 | 76.0584919990 |
| 2024-01-01 | 77.0340402238 |
| 2024-02-01 | 77.8200587409 |
| 2024-03-01 | 78.1077515961 |
| 2024-04-01 | 78.0371011655 |
| 2024-05-01 | 78.6252223365 |
| 2024-06-01 | 79.0698770834 |
| 2024-07-01 | 78.4578278147 |
| 2024-08-01 | 78.6279778152 |
| 2024-09-01 | 78.5403102989 |
| 2024-10-01 | 78.2773504407 |
| 2024-11-01 | 77.8364290200 |
| 2024-12-01 | 77.7897381163 |
| 2025-01-01 | 78.5407874968 |
| 2025-02-01 | 78.6378559022 |
| 2025-03-01 | 78.5144191606 |
| 2025-04-01 | 79.1227938602 |
| 2025-05-01 | 79.7482404951 |
| 2025-06-01 | 79.2646902703 |
| 2025-07-01 | 79.2574413808 |
| 2025-08-01 | 79.4187924790 |
| 2025-09-01 | 78.9521392404 |
| 2025-10-01 | 79.3843652108 |
| 2025-11-01 | 80.1508698417 |
| 2025-12-01 | 80.2597547645 |
| 2026-01-01 | 84.1701560844 |
| 2026-02-01 | 83.8382872901 |
| 2026-03-01 | 78.2338213851 |
| 2026-04-01 | 76.5890557084 |
| 2026-05-01 | 75.0893752798 |
| 2026-06-01 | 75.7136982767 |
| 2026-07-01 | 76.1419069793 |
| 2026-08-01 | 75.5768869627 |
| 2026-09-01 | 76.2341992540 |